{"id":"W4405764890","doi":"10.3389/frhs.2024.1387184","title":"Patient experience of an abstinence-based Indigenous residential treatment program in Northern Ontario: a descriptive qualitative study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; Health Sciences North; NOSM University","funders":"","keywords":"Thematic analysis; Indigenous; Abstinence; Intervention (counseling); Qualitative research; Health care; Mental health; Psychology; Medicine; Nursing; Family medicine; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225285,0.0002012025,0.0004042003,0.0004626403,0.001236134,0.0000859221,0.0002733754,0.0001065657,0.00001823578],"category_scores_gemma":[0.000002012257,0.0001689351,0.00004928817,0.0008227852,0.00017874,0.0004000758,0.000002462059,0.0001844025,0.000003342562],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003579899,"about_ca_system_score_gemma":0.02605316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882417,"about_ca_topic_score_gemma":0.9998615,"domain_scores_codex":[0.99608,0.001340174,0.0008305879,0.00051374,0.000530103,0.0007053802],"domain_scores_gemma":[0.9990365,0.00009493506,0.000271622,0.0002321074,0.0001392927,0.0002255807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001130716,0.002103481,0.1155651,0.0003090109,0.0000158825,0.00002129418,0.8770322,0.0000654857,8.31579e-8,0.0001148375,0.000001729956,0.004657833],"study_design_scores_gemma":[0.0004265665,0.002742366,0.02686622,0.0003973613,0.000007806684,2.365145e-7,0.9577515,0.0001122369,0.00001111196,0.0004823871,0.01103335,0.0001688944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918551,0.001513097,0.00002050122,0.00008346372,0.001637807,0.004303862,0.0000137804,0.00007682272,0.0004955602],"genre_scores_gemma":[0.9962358,0.0002947799,0.002871312,0.00003207654,0.00008330528,0.0002502181,0.00003069513,0.00001748475,0.0001843502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08869884,"threshold_uncertainty_score":0.9794682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431145026568547,"score_gpt":0.3626556129663238,"score_spread":0.3383441627006383,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}